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Cost optimization of a hybrid composite flywheel rotor with a split-type hub using combined analyticalumerical models

机译:具有组合分析/数值模型的带有分体式轮毂的混合复合飞轮转子的成本优化

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A procedure to find the optimal design of a flywheel with a split-type hub is presented. Since cost plays a decisive role in stationary flywheel energy storage applications, a trade-off between energy and cost is required. Applying a scaling technique, the multi-objective design problem is reduced to the maximization of the energy-per-cost ratio as the single objective. Both an analytical and a finite element model were studied. The latter was found to be more than three orders of magnitude more computationally expensive than the analytical model, while the analytical model can only be regarded as a coarse approximation. Multifidelity approaches were examined to reduce the computational expense while retaining the high accuracy and large modeling depth of the finite element model. Using a surrogate-based optimization strategy, the computational cost was reduced to only one third in comparison to using only the finite element model. A nonlinear interior-point method was employed to find the optimal rim thicknesses and rotational speed. The benefits of the split-type hub architecture were demonstrated.
机译:提出了寻找具有分体式轮毂的飞轮的最佳设计的程序。由于成本在固定飞轮储能应用中起着决定性的作用,因此需要在能源和成本之间进行权衡。应用缩放技术,将多目标设计问题简化为以单个目标为单位的能量成本比最大化。研究了解析模型和有限元模型。发现后者比解析模型的计算成本高出三个数量级,而解析模型只能视为粗略近似。研究了多保真方法,以减少计算费用,同时保留有限元模型的高精度和大建模深度。与仅使用有限元模型相比,使用基于代理的优化策略可将计算成本降低到只有三分之一。采用非线性内点法找到最佳轮辋厚度和转速。展示了分体式集线器体系结构的好处。

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